Liu Deze, Burbano Daniel
Electrical and Computer Engineering, Rutgers, The State University of New Jersey, Piscataway, NJ, USA.
R Soc Open Sci. 2025 Jun 25;12(6):250033. doi: 10.1098/rsos.250033. eCollection 2025 Jun.
Exploratory behaviour is fundamental to animal collectives, directly influencing fitness through resource acquisition and predator avoidance. Despite its ecological significance, the processes governing when and how animals initiate exploration in social contexts under varying sensory inputs remain poorly understood. Here, we investigate how the number of individuals and illumination (modulating visual input) influence zebrafish exploratory behaviour. Visual cues were quantified via opacity (field occupancy) and optic flow (relative motion). With visual input, zebrafish exhibited higher swimming activity and shorter exploratory bursts, while its absence led to more dispersed and prolonged exploration. Interestingly, fish triads without visual input exhibited longer exploration times compared to dyads. A data-driven stochastic model revealed a bistable potential landscape balancing social cohesion and exploration, modulated by a parabolic noise term driving decision-making. Visual cues biased the potential towards conspecific proximity, while their absence diminished this effect, promoting prolonged exploration. The noise term follows an entropy-like pattern analogous to a coin flip, reaching maximal uncertainty at intermediate distances and forcing individuals to break indecision between proximity and exploration. These findings point to a complex interplay between sensory input and group dynamics, underscoring the profound impact of environmental changes and the number of conspecifics on collective behaviour.
探索行为是动物群体的基本行为,通过获取资源和躲避捕食者直接影响其适应性。尽管其具有生态意义,但在不同感官输入下,动物在社会环境中何时以及如何开始探索的控制过程仍知之甚少。在这里,我们研究个体数量和光照(调节视觉输入)如何影响斑马鱼的探索行为。通过不透明度(区域占有率)和光流(相对运动)对视觉线索进行量化。有视觉输入时,斑马鱼表现出更高的游泳活动水平和更短的探索爆发时间,而没有视觉输入时则导致更分散和持续时间更长的探索。有趣的是,与二元组相比,没有视觉输入的三元组鱼表现出更长的探索时间。一个数据驱动的随机模型揭示了一个双稳势景观,它平衡了社会凝聚力和探索行为,由一个驱动决策的抛物线噪声项调节。视觉线索使势偏向同种个体的接近,而没有视觉线索时这种效应减弱,促进了更长时间的探索。噪声项遵循类似抛硬币的熵样模式,在中间距离达到最大不确定性,并迫使个体打破在接近和探索之间的犹豫不决。这些发现表明感官输入和群体动态之间存在复杂的相互作用,强调了环境变化和同种个体数量对集体行为的深远影响。